Overview
Brought to you by YData
Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 30116 |
| Missing cells | 26433 |
| Missing cells (%) | 5.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.4 MiB |
| Average record size in memory | 224.1 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 13 |
| Categorical | 3 |
Bollinger_Lower is highly overall correlated with Bollinger_Middle and 5 other fields | High correlation |
Bollinger_Middle is highly overall correlated with Bollinger_Lower and 5 other fields | High correlation |
Bollinger_Upper is highly overall correlated with Bollinger_Lower and 5 other fields | High correlation |
MACD is highly overall correlated with MACD_Signal and 1 other fields | High correlation |
MACD_Signal is highly overall correlated with MACD and 1 other fields | High correlation |
RSI is highly overall correlated with MACD and 1 other fields | High correlation |
close is highly overall correlated with Bollinger_Lower and 5 other fields | High correlation |
high is highly overall correlated with Bollinger_Lower and 5 other fields | High correlation |
low is highly overall correlated with Bollinger_Lower and 5 other fields | High correlation |
open is highly overall correlated with Bollinger_Lower and 5 other fields | High correlation |
split_ratio is highly imbalanced (99.7%) | Imbalance |
dividend has 5212 (17.3%) missing values | Missing |
split_ratio has 21060 (69.9%) missing values | Missing |
dividend is highly skewed (γ1 = 65.66113002) | Skewed |
dividend has 24579 (81.6%) zeros | Zeros |
Reproduction
| Analysis started | 2025-02-16 12:29:21.236957 |
|---|---|
| Analysis finished | 2025-02-16 12:29:50.579948 |
| Duration | 29.34 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
date
Date
| Distinct | 2264 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| Minimum | 2015-01-02 00:00:00 |
|---|---|
| Maximum | 2023-12-29 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
open
Real number (ℝ)
High correlation 
| Distinct | 17624 |
|---|---|
| Distinct (%) | 58.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 101.22712 |
| Minimum | 0.71249998 |
|---|---|
| Maximum | 696.28003 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 470.6 KiB |
Quantile statistics
| Minimum | 0.71249998 |
|---|---|
| 5-th percentile | 6.5599999 |
| Q1 | 36.869999 |
| median | 68.235001 |
| Q3 | 130.90075 |
| 95-th percentile | 316.43 |
| Maximum | 696.28003 |
| Range | 695.56753 |
| Interquartile range (IQR) | 94.03075 |
Descriptive statistics
| Standard deviation | 103.07396 |
|---|---|
| Coefficient of variation (CV) | 1.0182445 |
| Kurtosis | 5.9616053 |
| Mean | 101.22712 |
| Median Absolute Deviation (MAD) | 43.4775 |
| Skewness | 2.2044201 |
| Sum | 3048556.1 |
| Variance | 10624.242 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 56 | 15 | < 0.1% |
| 11.23999977 | 14 | < 0.1% |
| 150 | 13 | < 0.1% |
| 40 | 13 | < 0.1% |
| 11.30000019 | 12 | < 0.1% |
| 55 | 12 | < 0.1% |
| 47 | 12 | < 0.1% |
| 46.5 | 11 | < 0.1% |
| 125 | 11 | < 0.1% |
| 118 | 11 | < 0.1% |
| Other values (17614) | 29992 |
| Value | Count | Frequency (%) |
| 0.7124999762 | 1 | |
| 0.7149999738 | 1 | |
| 0.8075000048 | 2 | |
| 0.8125 | 1 | |
| 0.8149999976 | 1 | |
| 0.8299999833 | 1 | |
| 0.8349999785 | 1 | |
| 0.8374999762 | 1 | |
| 0.8424999714 | 1 | |
| 0.8475000262 | 2 |
| Value | Count | Frequency (%) |
| 696.2800293 | 1 | |
| 687.2199707 | 1 | |
| 681.2600098 | 1 | |
| 676.7399902 | 1 | |
| 676 | 1 | |
| 671.7600098 | 1 | |
| 670.6199951 | 1 | |
| 670.25 | 1 | |
| 669.8200073 | 1 | |
| 668 | 1 |
high
Real number (ℝ)
High correlation 
| Distinct | 18197 |
|---|---|
| Distinct (%) | 60.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.63361 |
| Minimum | 0.73500001 |
|---|---|
| Maximum | 726.20001 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 470.6 KiB |
Quantile statistics
| Minimum | 0.73500001 |
|---|---|
| 5-th percentile | 6.6500001 |
| Q1 | 37.52 |
| median | 69.209999 |
| Q3 | 132.53763 |
| 95-th percentile | 320.2625 |
| Maximum | 726.20001 |
| Range | 725.46501 |
| Interquartile range (IQR) | 95.017628 |
Descriptive statistics
| Standard deviation | 104.64258 |
|---|---|
| Coefficient of variation (CV) | 1.0195742 |
| Kurtosis | 5.9995101 |
| Mean | 102.63361 |
| Median Absolute Deviation (MAD) | 43.97 |
| Skewness | 2.2128396 |
| Sum | 3090913.7 |
| Variance | 10950.069 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 149.5 | 13 | < 0.1% |
| 11.34000015 | 12 | < 0.1% |
| 47.5 | 12 | < 0.1% |
| 13.14000034 | 11 | < 0.1% |
| 11.17000008 | 11 | < 0.1% |
| 149 | 10 | < 0.1% |
| 71 | 10 | < 0.1% |
| 11.60000038 | 10 | < 0.1% |
| 11.31000042 | 10 | < 0.1% |
| 44 | 10 | < 0.1% |
| Other values (18187) | 30007 |
| Value | Count | Frequency (%) |
| 0.7350000143 | 1 | |
| 0.8000000119 | 1 | |
| 0.8374999762 | 1 | |
| 0.8399999738 | 1 | |
| 0.8525000215 | 1 | |
| 0.8550000191 | 1 | |
| 0.8600000143 | 1 | |
| 0.8650000095 | 1 | |
| 0.8675000072 | 1 | |
| 0.8725000024 | 1 |
| Value | Count | Frequency (%) |
| 726.2000122 | 1 | |
| 699.539978 | 1 | |
| 699.5 | 1 | |
| 694.8900146 | 1 | |
| 691.3599854 | 1 | |
| 688 | 1 | |
| 684 | 1 | |
| 678.7800293 | 1 | |
| 677.7600098 | 1 | |
| 676.5499878 | 1 |
low
Real number (ℝ)
High correlation 
| Distinct | 18127 |
|---|---|
| Distinct (%) | 60.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.780755 |
| Minimum | 0.64249998 |
|---|---|
| Maximum | 678.90997 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 470.6 KiB |
Quantile statistics
| Minimum | 0.64249998 |
|---|---|
| 5-th percentile | 6.43625 |
| Q1 | 36.369999 |
| median | 67.300003 |
| Q3 | 129.485 |
| 95-th percentile | 312.77499 |
| Maximum | 678.90997 |
| Range | 678.26747 |
| Interquartile range (IQR) | 93.114998 |
Descriptive statistics
| Standard deviation | 101.53677 |
|---|---|
| Coefficient of variation (CV) | 1.0175987 |
| Kurtosis | 5.967949 |
| Mean | 99.780755 |
| Median Absolute Deviation (MAD) | 42.98 |
| Skewness | 2.2016045 |
| Sum | 3004997.2 |
| Variance | 10309.715 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 45 | 16 | 0.1% |
| 11.06000042 | 14 | < 0.1% |
| 11.25 | 14 | < 0.1% |
| 11.31000042 | 12 | < 0.1% |
| 11 | 12 | < 0.1% |
| 44.86000061 | 11 | < 0.1% |
| 46.40000153 | 11 | < 0.1% |
| 11.14999962 | 10 | < 0.1% |
| 11.63000011 | 10 | < 0.1% |
| 43.72000122 | 10 | < 0.1% |
| Other values (18117) | 29996 |
| Value | Count | Frequency (%) |
| 0.6424999833 | 1 | |
| 0.7074999809 | 1 | |
| 0.7124999762 | 1 | |
| 0.7749999762 | 1 | |
| 0.7799999714 | 1 | |
| 0.7875000238 | 1 | |
| 0.7950000167 | 1 | |
| 0.7975000143 | 1 | |
| 0.8000000119 | 1 | |
| 0.8025000095 | 1 |
| Value | Count | Frequency (%) |
| 678.9099731 | 1 | |
| 672.6599731 | 1 | |
| 667.8300171 | 1 | |
| 665.7700195 | 1 | |
| 665.0800171 | 1 | |
| 664.2999878 | 1 | |
| 663 | 1 | |
| 662.8400269 | 1 | |
| 662 | 1 | |
| 661.6699829 | 1 |
close
Real number (ℝ)
High correlation 
| Distinct | 18180 |
|---|---|
| Distinct (%) | 60.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 101.21491 |
| Minimum | 0.69999999 |
|---|---|
| Maximum | 688.37 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 470.6 KiB |
Quantile statistics
| Minimum | 0.69999999 |
|---|---|
| 5-th percentile | 6.5481251 |
| Q1 | 36.86875 |
| median | 68.209999 |
| Q3 | 131.04128 |
| 95-th percentile | 316.2225 |
| Maximum | 688.37 |
| Range | 687.67 |
| Interquartile range (IQR) | 94.172533 |
Descriptive statistics
| Standard deviation | 103.08751 |
|---|---|
| Coefficient of variation (CV) | 1.0185013 |
| Kurtosis | 5.9692034 |
| Mean | 101.21491 |
| Median Absolute Deviation (MAD) | 43.49 |
| Skewness | 2.2056129 |
| Sum | 3048188.1 |
| Variance | 10627.035 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11.11999989 | 12 | < 0.1% |
| 2.279999971 | 12 | < 0.1% |
| 11.15999985 | 11 | < 0.1% |
| 46.40000153 | 11 | < 0.1% |
| 11.43000031 | 10 | < 0.1% |
| 46.5 | 10 | < 0.1% |
| 11.36999989 | 10 | < 0.1% |
| 11.31999969 | 10 | < 0.1% |
| 11.75 | 9 | < 0.1% |
| 10.89000034 | 9 | < 0.1% |
| Other values (18170) | 30012 |
| Value | Count | Frequency (%) |
| 0.6999999881 | 1 | |
| 0.7124999762 | 1 | |
| 0.7724999785 | 1 | |
| 0.8025000095 | 1 | |
| 0.8125 | 1 | |
| 0.8174999952 | 1 | |
| 0.8299999833 | 2 | |
| 0.8450000286 | 1 | |
| 0.8475000262 | 1 | |
| 0.8525000215 | 1 |
| Value | Count | Frequency (%) |
| 688.3699951 | 1 | |
| 687.4899902 | 1 | |
| 674.0800171 | 1 | |
| 673.5700073 | 1 | |
| 671.8800049 | 1 | |
| 671.0300293 | 1 | |
| 670.960022 | 1 | |
| 670.6699829 | 1 | |
| 669.8499756 | 1 | |
| 668.3200073 | 1 |
volume
Real number (ℝ)
| Distinct | 26902 |
|---|---|
| Distinct (%) | 89.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9388977.4 |
| Minimum | 0 |
|---|---|
| Maximum | 7.886316 × 108 |
| Zeros | 9 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 470.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 147380 |
| Q1 | 1792300 |
| median | 3425050 |
| Q3 | 6930525 |
| 95-th percentile | 46415700 |
| Maximum | 7.886316 × 108 |
| Range | 7.886316 × 108 |
| Interquartile range (IQR) | 5138225 |
Descriptive statistics
| Standard deviation | 21949152 |
|---|---|
| Coefficient of variation (CV) | 2.3377575 |
| Kurtosis | 189.47948 |
| Mean | 9388977.4 |
| Median Absolute Deviation (MAD) | 2079450 |
| Skewness | 9.2741264 |
| Sum | 2.8275844 × 1011 |
| Variance | 4.8176529 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 67 | 0.2% |
| 200 | 66 | 0.2% |
| 300 | 31 | 0.1% |
| 500 | 29 | 0.1% |
| 400 | 26 | 0.1% |
| 1000 | 22 | 0.1% |
| 600 | 22 | 0.1% |
| 700 | 17 | 0.1% |
| 900 | 16 | 0.1% |
| 2200 | 15 | < 0.1% |
| Other values (26892) | 29805 |
| Value | Count | Frequency (%) |
| 0 | 9 | < 0.1% |
| 100 | 67 | |
| 200 | 66 | |
| 300 | 31 | |
| 400 | 26 | 0.1% |
| 500 | 29 | |
| 600 | 22 | 0.1% |
| 700 | 17 | 0.1% |
| 800 | 13 | < 0.1% |
| 900 | 16 | 0.1% |
| Value | Count | Frequency (%) |
| 788631600 | 1 | |
| 714352000 | 1 | |
| 711496000 | 1 | |
| 601235200 | 1 | |
| 578006800 | 1 | |
| 374869600 | 1 | |
| 373586800 | 1 | |
| 368776800 | 1 | |
| 332446800 | 1 | |
| 325380000 | 1 |
dividend
Real number (ℝ)
Missing  Skewed  Zeros 
| Distinct | 79 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 5212 |
| Missing (%) | 17.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0083677722 |
| Minimum | 0 |
|---|---|
| Maximum | 15.5 |
| Zeros | 24579 |
| Zeros (%) | 81.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 470.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 15.5 |
| Range | 15.5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.13501613 |
|---|---|
| Coefficient of variation (CV) | 16.135254 |
| Kurtosis | 7018.47 |
| Mean | 0.0083677722 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 65.66113 |
| Sum | 208.391 |
| Variance | 0.018229357 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 24579 | |
| 2 | 20 | 0.1% |
| 0.095 | 13 | < 0.1% |
| 0.28 | 12 | < 0.1% |
| 0.26 | 12 | < 0.1% |
| 0.24 | 8 | < 0.1% |
| 0.12 | 8 | < 0.1% |
| 0.1 | 8 | < 0.1% |
| 0.18 | 7 | < 0.1% |
| 0.51 | 7 | < 0.1% |
| Other values (69) | 230 | 0.8% |
| (Missing) | 5212 | 17.3% |
| Value | Count | Frequency (%) |
| 0 | 24579 | |
| 0.09 | 4 | < 0.1% |
| 0.0925 | 4 | < 0.1% |
| 0.095 | 13 | < 0.1% |
| 0.1 | 8 | < 0.1% |
| 0.11 | 4 | < 0.1% |
| 0.115 | 4 | < 0.1% |
| 0.12 | 8 | < 0.1% |
| 0.13 | 4 | < 0.1% |
| 0.132 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 15.5 | 1 | < 0.1% |
| 2.044 | 1 | < 0.1% |
| 2 | 20 | |
| 1.48 | 4 | < 0.1% |
| 1.46 | 2 | < 0.1% |
| 1.41 | 4 | < 0.1% |
| 1.33 | 2 | < 0.1% |
| 1.3 | 4 | < 0.1% |
| 1.29 | 1 | < 0.1% |
| 1.254181 | 4 | < 0.1% |
Ticker
Categorical
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 MiB |
| A | |
|---|---|
| ABBV | |
| ABT | |
| ACN | |
| ADBE | |
| Other values (9) |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.0978882 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | A |
|---|---|
| 2nd row | A |
| 3rd row | A |
| 4th row | A |
| 5th row | A |
Common Values
| Value | Count | Frequency (%) |
| A | 2264 | 7.5% |
| ABBV | 2264 | 7.5% |
| ABT | 2264 | 7.5% |
| ACN | 2264 | 7.5% |
| ADBE | 2264 | 7.5% |
| AES | 2264 | 7.5% |
| AFL | 2264 | 7.5% |
| AMC | 2264 | 7.5% |
| AMD | 2264 | 7.5% |
| AOS | 2264 | 7.5% |
| Other values (4) | 7476 |
Length
| Value | Count | Frequency (%) |
| a | 2264 | 7.5% |
| abbv | 2264 | 7.5% |
| abt | 2264 | 7.5% |
| acn | 2264 | 7.5% |
| adbe | 2264 | 7.5% |
| aes | 2264 | 7.5% |
| afl | 2264 | 7.5% |
| amc | 2264 | 7.5% |
| amd | 2264 | 7.5% |
| aos | 2264 | 7.5% |
| Other values (4) | 7476 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 24904 | |
| M | 13584 | |
| B | 9056 | 9.7% |
| E | 6792 | 7.3% |
| C | 5212 | 5.6% |
| K | 4528 | 4.9% |
| S | 4528 | 4.9% |
| D | 4528 | 4.9% |
| N | 2948 | 3.2% |
| O | 2948 | 3.2% |
| Other values (7) | 14268 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 93296 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 24904 | |
| M | 13584 | |
| B | 9056 | 9.7% |
| E | 6792 | 7.3% |
| C | 5212 | 5.6% |
| K | 4528 | 4.9% |
| S | 4528 | 4.9% |
| D | 4528 | 4.9% |
| N | 2948 | 3.2% |
| O | 2948 | 3.2% |
| Other values (7) | 14268 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 93296 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 24904 | |
| M | 13584 | |
| B | 9056 | 9.7% |
| E | 6792 | 7.3% |
| C | 5212 | 5.6% |
| K | 4528 | 4.9% |
| S | 4528 | 4.9% |
| D | 4528 | 4.9% |
| N | 2948 | 3.2% |
| O | 2948 | 3.2% |
| Other values (7) | 14268 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 93296 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 24904 | |
| M | 13584 | |
| B | 9056 | 9.7% |
| E | 6792 | 7.3% |
| C | 5212 | 5.6% |
| K | 4528 | 4.9% |
| S | 4528 | 4.9% |
| D | 4528 | 4.9% |
| N | 2948 | 3.2% |
| O | 2948 | 3.2% |
| Other values (7) | 14268 |
split_ratio
Categorical
Imbalance  Missing 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 21060 |
| Missing (%) | 69.9% |
| Memory size | 2.0 MiB |
| 0.0 | |
|---|---|
| 2.0 | 2 |
| 0.1 | 1 |
| 4.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 9052 | |
| 2.0 | 2 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| 4.0 | 1 | < 0.1% |
| (Missing) | 21060 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 9052 | |
| 2.0 | 2 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| 4.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 18108 | |
| . | 9056 | |
| 2 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 27168 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 18108 | |
| . | 9056 | |
| 2 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 27168 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 18108 | |
| . | 9056 | |
| 2 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 27168 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 18108 | |
| . | 9056 | |
| 2 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
RSI
Real number (ℝ)
High correlation 
| Distinct | 29900 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 13 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.758341 |
| Minimum | 5.9879555 |
|---|---|
| Maximum | 98.452877 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 470.6 KiB |
Quantile statistics
| Minimum | 5.9879555 |
|---|---|
| 5-th percentile | 29.714395 |
| Q1 | 42.850914 |
| median | 52.136534 |
| Q3 | 61.004979 |
| 95-th percentile | 72.475108 |
| Maximum | 98.452877 |
| Range | 92.464921 |
| Interquartile range (IQR) | 18.154066 |
Descriptive statistics
| Standard deviation | 13.146475 |
|---|---|
| Coefficient of variation (CV) | 0.25399723 |
| Kurtosis | 0.009504711 |
| Mean | 51.758341 |
| Median Absolute Deviation (MAD) | 9.0608667 |
| Skewness | -0.16111812 |
| Sum | 1558081.3 |
| Variance | 172.82981 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 49.27757469 | 3 | < 0.1% |
| 43.8400307 | 3 | < 0.1% |
| 39.65633309 | 3 | < 0.1% |
| 68.08326364 | 2 | < 0.1% |
| 63.31462921 | 2 | < 0.1% |
| 52.33340701 | 2 | < 0.1% |
| 41.73972757 | 2 | < 0.1% |
| 37.37605093 | 2 | < 0.1% |
| 65.03015887 | 2 | < 0.1% |
| 26.28597423 | 2 | < 0.1% |
| Other values (29890) | 30080 | |
| (Missing) | 13 | < 0.1% |
| Value | Count | Frequency (%) |
| 5.987955507 | 1 | |
| 5.991088503 | 1 | |
| 5.99148493 | 1 | |
| 5.994874838 | 1 | |
| 6.02486913 | 1 | |
| 6.025151316 | 1 | |
| 6.029478212 | 1 | |
| 6.058037239 | 1 | |
| 6.087921314 | 1 | |
| 6.088633077 | 1 |
| Value | Count | Frequency (%) |
| 98.45287679 | 1 | |
| 98.33483621 | 1 | |
| 98.00772562 | 1 | |
| 97.3880566 | 1 | |
| 96.60290595 | 1 | |
| 96.57510053 | 1 | |
| 96.34524104 | 1 | |
| 95.84201492 | 1 | |
| 95.38728681 | 1 | |
| 95.21924336 | 1 |
MACD
Real number (ℝ)
High correlation 
| Distinct | 30091 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 25 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.010532426 |
| Minimum | -162.66332 |
|---|---|
| Maximum | 112.05284 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 13073 |
| Negative (%) | 43.4% |
| Memory size | 470.6 KiB |
Quantile statistics
| Minimum | -162.66332 |
|---|---|
| 5-th percentile | -5.5257823 |
| Q1 | -0.61168744 |
| median | 0.13584285 |
| Q3 | 1.0090487 |
| 95-th percentile | 4.9864798 |
| Maximum | 112.05284 |
| Range | 274.71616 |
| Interquartile range (IQR) | 1.6207361 |
Descriptive statistics
| Standard deviation | 6.8416609 |
|---|---|
| Coefficient of variation (CV) | 649.58073 |
| Kurtosis | 166.60231 |
| Mean | 0.010532426 |
| Median Absolute Deviation (MAD) | 0.81652723 |
| Skewness | -3.7927617 |
| Sum | 316.93123 |
| Variance | 46.808324 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -3.794631956 | 1 | < 0.1% |
| 0.9832972665 | 1 | < 0.1% |
| 0.2123356814 | 1 | < 0.1% |
| -0.656671483 | 1 | < 0.1% |
| -1.359197978 | 1 | < 0.1% |
| -1.365561331 | 1 | < 0.1% |
| -1.75396606 | 1 | < 0.1% |
| -2.14579984 | 1 | < 0.1% |
| -2.524092086 | 1 | < 0.1% |
| -2.75843487 | 1 | < 0.1% |
| Other values (30081) | 30081 | |
| (Missing) | 25 | 0.1% |
| Value | Count | Frequency (%) |
| -162.6633242 | 1 | |
| -162.4039144 | 1 | |
| -161.0160433 | 1 | |
| -159.6983563 | 1 | |
| -157.8689595 | 1 | |
| -153.9079405 | 1 | |
| -153.6265552 | 1 | |
| -148.5432294 | 1 | |
| -144.2806397 | 1 | |
| -142.8901025 | 1 |
| Value | Count | Frequency (%) |
| 112.0528362 | 1 | |
| 111.9734616 | 1 | |
| 111.8780409 | 1 | |
| 111.6397333 | 1 | |
| 111.0336205 | 1 | |
| 110.0476072 | 1 | |
| 108.1178289 | 1 | |
| 106.184078 | 1 | |
| 105.2570137 | 1 | |
| 104.8322604 | 1 |
MACD_Signal
Real number (ℝ)
High correlation 
| Distinct | 30083 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 33 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.010210437 |
| Minimum | -142.44375 |
|---|---|
| Maximum | 104.22788 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 13180 |
| Negative (%) | 43.8% |
| Memory size | 470.6 KiB |
Quantile statistics
| Minimum | -142.44375 |
|---|---|
| 5-th percentile | -5.1243051 |
| Q1 | -0.57171173 |
| median | 0.12833167 |
| Q3 | 0.96890338 |
| 95-th percentile | 4.8064862 |
| Maximum | 104.22788 |
| Range | 246.67163 |
| Interquartile range (IQR) | 1.5406151 |
Descriptive statistics
| Standard deviation | 6.4126989 |
|---|---|
| Coefficient of variation (CV) | 628.05331 |
| Kurtosis | 149.75956 |
| Mean | 0.010210437 |
| Median Absolute Deviation (MAD) | 0.77553053 |
| Skewness | -3.5460614 |
| Sum | 307.16058 |
| Variance | 41.122707 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -3.92785674 | 1 | < 0.1% |
| 0.5223502359 | 1 | < 0.1% |
| 0.03787267871 | 1 | < 0.1% |
| -0.4854914436 | 1 | < 0.1% |
| -1.057532893 | 1 | < 0.1% |
| -1.567740433 | 1 | < 0.1% |
| -2.012759462 | 1 | < 0.1% |
| -2.351781456 | 1 | < 0.1% |
| -2.599927326 | 1 | < 0.1% |
| -2.908518825 | 1 | < 0.1% |
| Other values (30073) | 30073 | |
| (Missing) | 33 | 0.1% |
| Value | Count | Frequency (%) |
| -142.4437514 | 1 | |
| -142.3321636 | 1 | |
| -141.3253576 | 1 | |
| -140.7793972 | 1 | |
| -139.1717565 | 1 | |
| -137.5676076 | 1 | |
| -136.1650022 | 1 | |
| -132.4922697 | 1 | |
| -132.4773208 | 1 | |
| -128.2523047 | 1 |
| Value | Count | Frequency (%) |
| 104.2278762 | 1 | |
| 104.0288255 | 1 | |
| 103.7388258 | 1 | |
| 103.1766042 | 1 | |
| 101.9151271 | 1 | |
| 101.4692322 | 1 | |
| 99.40054348 | 1 | |
| 98.66290563 | 1 | |
| 96.73877756 | 1 | |
| 95.73616901 | 1 |
MACD_Diff
Real number (ℝ)
| Distinct | 30083 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 33 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00031258173 |
| Minimum | -72.484431 |
|---|---|
| Maximum | 44.314238 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 14379 |
| Negative (%) | 47.7% |
| Memory size | 470.6 KiB |
Quantile statistics
| Minimum | -72.484431 |
|---|---|
| 5-th percentile | -1.5378705 |
| Q1 | -0.2214228 |
| median | 0.010670895 |
| Q3 | 0.26726528 |
| 95-th percentile | 1.6040314 |
| Maximum | 44.314238 |
| Range | 116.79867 |
| Interquartile range (IQR) | 0.48868808 |
Descriptive statistics
| Standard deviation | 2.1349055 |
|---|---|
| Coefficient of variation (CV) | 6829.9114 |
| Kurtosis | 266.86643 |
| Mean | 0.00031258173 |
| Median Absolute Deviation (MAD) | 0.24420515 |
| Skewness | -6.1551209 |
| Sum | 9.4033962 |
| Variance | 4.5578216 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.061128814 | 1 | < 0.1% |
| 1.937910229 | 1 | < 0.1% |
| 2.093456489 | 1 | < 0.1% |
| 2.288165798 | 1 | < 0.1% |
| 2.04083016 | 1 | < 0.1% |
| 1.780076114 | 1 | < 0.1% |
| 1.356087979 | 1 | < 0.1% |
| 0.9925834787 | 1 | < 0.1% |
| 1.234365995 | 1 | < 0.1% |
| 1.154552765 | 1 | < 0.1% |
| Other values (30073) | 30073 | |
| (Missing) | 33 | 0.1% |
| Value | Count | Frequency (%) |
| -72.48443096 | 1 | |
| -70.37571646 | 1 | |
| -69.46991609 | 1 | |
| -63.27777352 | 1 | |
| -60.55139465 | 1 | |
| -55.25455145 | 1 | |
| -46.36808768 | 1 | |
| -39.52733611 | 1 | |
| -37.30199798 | 1 | |
| -34.61529147 | 1 |
| Value | Count | Frequency (%) |
| 44.31423821 | 1 | |
| 41.90176606 | 1 | |
| 41.6872034 | 1 | |
| 40.69551284 | 1 | |
| 39.29787349 | 1 | |
| 33.87969542 | 1 | |
| 32.78462704 | 1 | |
| 31.73635176 | 1 | |
| 31.29846251 | 1 | |
| 27.81258007 | 1 |
Bollinger_Upper
Real number (ℝ)
High correlation 
| Distinct | 30055 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 19 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 109.58993 |
| Minimum | 1.0120627 |
|---|---|
| Maximum | 967.1413 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 470.6 KiB |
Quantile statistics
| Minimum | 1.0120627 |
|---|---|
| 5-th percentile | 7.2411162 |
| Q1 | 40.234435 |
| median | 73.464848 |
| Q3 | 140.36309 |
| 95-th percentile | 342.37281 |
| Maximum | 967.1413 |
| Range | 966.12923 |
| Interquartile range (IQR) | 100.12866 |
Descriptive statistics
| Standard deviation | 112.78983 |
|---|---|
| Coefficient of variation (CV) | 1.0291988 |
| Kurtosis | 6.6383028 |
| Mean | 109.58993 |
| Median Absolute Deviation (MAD) | 46.287053 |
| Skewness | 2.2906468 |
| Sum | 3298328.3 |
| Variance | 12721.545 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.356133043 | 3 | < 0.1% |
| 2.224087497 | 3 | < 0.1% |
| 42.35735884 | 2 | < 0.1% |
| 53.30448114 | 2 | < 0.1% |
| 123.5463705 | 2 | < 0.1% |
| 2.789899116 | 2 | < 0.1% |
| 11.35971891 | 2 | < 0.1% |
| 177.6334434 | 2 | < 0.1% |
| 20.75580668 | 2 | < 0.1% |
| 22.17063186 | 2 | < 0.1% |
| Other values (30045) | 30075 | |
| (Missing) | 19 | 0.1% |
| Value | Count | Frequency (%) |
| 1.012062746 | 1 | |
| 1.018998554 | 1 | |
| 1.031165496 | 1 | |
| 1.03399711 | 1 | |
| 1.040650531 | 1 | |
| 1.042906193 | 1 | |
| 1.04441639 | 1 | |
| 1.048809025 | 1 | |
| 1.054293183 | 1 | |
| 1.058112075 | 1 |
| Value | Count | Frequency (%) |
| 967.1412963 | 1 | |
| 966.6379075 | 1 | |
| 958.2962602 | 1 | |
| 956.3579665 | 1 | |
| 937.6595471 | 1 | |
| 936.4551838 | 1 | |
| 913.5073466 | 1 | |
| 898.6090136 | 1 | |
| 888.9530494 | 1 | |
| 858.7711189 | 1 |
Bollinger_Lower
Real number (ℝ)
High correlation 
| Distinct | 30055 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 19 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.886492 |
| Minimum | -347.17276 |
|---|---|
| Maximum | 645.43874 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 186 |
| Negative (%) | 0.6% |
| Memory size | 470.6 KiB |
Quantile statistics
| Minimum | -347.17276 |
|---|---|
| 5-th percentile | 5.0724525 |
| Q1 | 33.795974 |
| median | 63.511805 |
| Q3 | 121.01471 |
| 95-th percentile | 296.05467 |
| Maximum | 645.43874 |
| Range | 992.61149 |
| Interquartile range (IQR) | 87.218736 |
Descriptive statistics
| Standard deviation | 95.70842 |
|---|---|
| Coefficient of variation (CV) | 1.0303804 |
| Kurtosis | 5.9073868 |
| Mean | 92.886492 |
| Median Absolute Deviation (MAD) | 41.453745 |
| Skewness | 2.1101662 |
| Sum | 2795604.8 |
| Variance | 9160.1016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.235866869 | 3 | < 0.1% |
| 1.583912472 | 3 | < 0.1% |
| 41.74664125 | 2 | < 0.1% |
| 50.83251875 | 2 | < 0.1% |
| 116.5856295 | 2 | < 0.1% |
| 2.344100947 | 2 | < 0.1% |
| 11.03528107 | 2 | < 0.1% |
| 149.8665566 | 2 | < 0.1% |
| 19.01659322 | 2 | < 0.1% |
| 20.74376824 | 2 | < 0.1% |
| Other values (30045) | 30075 | |
| (Missing) | 19 | 0.1% |
| Value | Count | Frequency (%) |
| -347.1727554 | 1 | |
| -346.6162026 | 1 | |
| -339.6674225 | 1 | |
| -337.0391054 | 1 | |
| -326.1061619 | 1 | |
| -315.8375977 | 1 | |
| -305.7841135 | 1 | |
| -278.8350447 | 1 | |
| -278.5006198 | 1 | |
| -246.2353405 | 1 |
| Value | Count | Frequency (%) |
| 645.4387396 | 1 | |
| 645.3542066 | 1 | |
| 644.1652848 | 1 | |
| 643.8180315 | 1 | |
| 642.2948791 | 1 | |
| 641.7301158 | 1 | |
| 640.8582139 | 1 | |
| 637.1920891 | 1 | |
| 637.153253 | 1 | |
| 635.4628704 | 1 |
Bollinger_Middle
Real number (ℝ)
High correlation 
| Distinct | 29817 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 19 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 101.23821 |
| Minimum | 0.9065 |
|---|---|
| Maximum | 666.77749 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 470.6 KiB |
Quantile statistics
| Minimum | 0.9065 |
|---|---|
| 5-th percentile | 6.607875 |
| Q1 | 37.0775 |
| median | 68.543 |
| Q3 | 131.359 |
| 95-th percentile | 315.8714 |
| Maximum | 666.77749 |
| Range | 665.87099 |
| Interquartile range (IQR) | 94.2815 |
Descriptive statistics
| Standard deviation | 102.50105 |
|---|---|
| Coefficient of variation (CV) | 1.012474 |
| Kurtosis | 5.8244661 |
| Mean | 101.23821 |
| Median Absolute Deviation (MAD) | 43.487 |
| Skewness | 2.1828314 |
| Sum | 3046966.5 |
| Variance | 10506.466 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.30249995 | 3 | < 0.1% |
| 307.5 | 3 | < 0.1% |
| 1.903999984 | 3 | < 0.1% |
| 163.675 | 3 | < 0.1% |
| 2.295999956 | 3 | < 0.1% |
| 11.19349999 | 3 | < 0.1% |
| 11.18800001 | 3 | < 0.1% |
| 163.775 | 3 | < 0.1% |
| 1.800000006 | 3 | < 0.1% |
| 55.57999992 | 2 | < 0.1% |
| Other values (29807) | 30068 | |
| (Missing) | 19 | 0.1% |
| Value | Count | Frequency (%) |
| 0.9064999998 | 1 | |
| 0.9082499981 | 1 | |
| 0.9113750011 | 1 | |
| 0.9123750001 | 1 | |
| 0.9137500018 | 1 | |
| 0.9150000006 | 1 | |
| 0.9161249995 | 1 | |
| 0.9171250015 | 1 | |
| 0.9206250012 | 1 | |
| 0.9220000029 | 1 |
| Value | Count | Frequency (%) |
| 666.7774933 | 1 | |
| 665.9424927 | 1 | |
| 665.0919952 | 1 | |
| 663.8999939 | 1 | |
| 663.6094971 | 1 | |
| 661.8659943 | 1 | |
| 661.7529968 | 1 | |
| 661.0629944 | 1 | |
| 660.6119995 | 1 | |
| 660.321994 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 15677 | |
| 0 | 14439 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 15677 | |
| 0 | 14439 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 15677 | |
| 0 | 14439 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 30116 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 15677 | |
| 0 | 14439 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 30116 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 15677 | |
| 0 | 14439 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 30116 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 15677 | |
| 0 | 14439 |
Interactions
Correlations
| Bollinger_Lower | Bollinger_Middle | Bollinger_Upper | MACD | MACD_Diff | MACD_Signal | RSI | Target | Ticker | close | dividend | high | low | open | split_ratio | volume | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Bollinger_Lower | 1.000 | 0.980 | 0.960 | 0.160 | -0.045 | 0.176 | 0.075 | 0.000 | 0.351 | 0.982 | 0.012 | 0.980 | 0.983 | 0.982 | 0.000 | -0.336 |
| Bollinger_Middle | 0.980 | 1.000 | 0.995 | 0.151 | -0.045 | 0.168 | 0.061 | 0.000 | 0.363 | 0.991 | 0.011 | 0.991 | 0.991 | 0.991 | 0.000 | -0.318 |
| Bollinger_Upper | 0.960 | 0.995 | 1.000 | 0.144 | -0.042 | 0.159 | 0.050 | 0.000 | 0.332 | 0.984 | 0.009 | 0.985 | 0.983 | 0.984 | 0.000 | -0.301 |
| MACD | 0.160 | 0.151 | 0.144 | 1.000 | 0.239 | 0.926 | 0.784 | 0.013 | 0.139 | 0.201 | 0.004 | 0.199 | 0.202 | 0.200 | 0.000 | -0.107 |
| MACD_Diff | -0.045 | -0.045 | -0.042 | 0.239 | 1.000 | -0.004 | 0.481 | 0.015 | 0.103 | 0.008 | -0.008 | 0.007 | 0.007 | 0.005 | 0.021 | -0.007 |
| MACD_Signal | 0.176 | 0.168 | 0.159 | 0.926 | -0.004 | 1.000 | 0.651 | 0.003 | 0.136 | 0.203 | 0.004 | 0.202 | 0.204 | 0.203 | 0.000 | -0.105 |
| RSI | 0.075 | 0.061 | 0.050 | 0.784 | 0.481 | 0.651 | 1.000 | 0.000 | 0.085 | 0.120 | -0.010 | 0.116 | 0.120 | 0.115 | 0.029 | -0.103 |
| Target | 0.000 | 0.000 | 0.000 | 0.013 | 0.015 | 0.003 | 0.000 | 1.000 | 0.043 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 |
| Ticker | 0.351 | 0.363 | 0.332 | 0.139 | 0.103 | 0.136 | 0.085 | 0.043 | 1.000 | 0.358 | 0.060 | 0.352 | 0.359 | 0.357 | 0.000 | 0.181 |
| close | 0.982 | 0.991 | 0.984 | 0.201 | 0.008 | 0.203 | 0.120 | 0.000 | 0.358 | 1.000 | 0.010 | 1.000 | 1.000 | 1.000 | 0.000 | -0.319 |
| dividend | 0.012 | 0.011 | 0.009 | 0.004 | -0.008 | 0.004 | -0.010 | 0.000 | 0.060 | 0.010 | 1.000 | 0.010 | 0.010 | 0.010 | 0.000 | 0.002 |
| high | 0.980 | 0.991 | 0.985 | 0.199 | 0.007 | 0.202 | 0.116 | 0.000 | 0.352 | 1.000 | 0.010 | 1.000 | 0.999 | 1.000 | 0.000 | -0.314 |
| low | 0.983 | 0.991 | 0.983 | 0.202 | 0.007 | 0.204 | 0.120 | 0.000 | 0.359 | 1.000 | 0.010 | 0.999 | 1.000 | 1.000 | 0.000 | -0.323 |
| open | 0.982 | 0.991 | 0.984 | 0.200 | 0.005 | 0.203 | 0.115 | 0.000 | 0.357 | 1.000 | 0.010 | 1.000 | 1.000 | 1.000 | 0.000 | -0.319 |
| split_ratio | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
| volume | -0.336 | -0.318 | -0.301 | -0.107 | -0.007 | -0.105 | -0.103 | 0.002 | 0.181 | -0.319 | 0.002 | -0.314 | -0.323 | -0.319 | 0.000 | 1.000 |
Missing values
Sample
| date | open | high | low | close | volume | dividend | Ticker | split_ratio | RSI | MACD | MACD_Signal | MACD_Diff | Bollinger_Upper | Bollinger_Lower | Bollinger_Middle | Target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2015-01-02 | 41.180000 | 41.310001 | 40.369999 | 40.560001 | 1529200 | 0.1 | A | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 |
| 1 | 2015-01-05 | 40.320000 | 40.459999 | 39.700001 | 39.799999 | 2041800 | 0.0 | A | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 |
| 2 | 2015-01-06 | 39.810001 | 40.020000 | 39.020000 | 39.180000 | 2080600 | 0.0 | A | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1 |
| 3 | 2015-01-07 | 39.520000 | 39.810001 | 39.290001 | 39.700001 | 3359700 | 0.0 | A | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1 |
| 4 | 2015-01-08 | 40.240002 | 40.980000 | 40.180000 | 40.889999 | 2116300 | 0.0 | A | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 |
| 5 | 2015-01-09 | 41.000000 | 41.000000 | 40.290001 | 40.590000 | 1644900 | 0.0 | A | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 |
| 6 | 2015-01-12 | 40.610001 | 40.720001 | 39.950001 | 40.110001 | 2770800 | 0.0 | A | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 |
| 7 | 2015-01-13 | 40.470001 | 40.700001 | 39.330002 | 39.549999 | 2013100 | 0.0 | A | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 |
| 8 | 2015-01-14 | 39.029999 | 39.099998 | 38.209999 | 39.060001 | 5134000 | 0.0 | A | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 |
| 9 | 2015-01-15 | 39.330002 | 39.410000 | 37.990002 | 38.009998 | 2628900 | 0.0 | A | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1 |
| date | open | high | low | close | volume | dividend | Ticker | split_ratio | RSI | MACD | MACD_Signal | MACD_Diff | Bollinger_Upper | Bollinger_Lower | Bollinger_Middle | Target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 30106 | 2023-12-15 | 88.921402 | 89.908028 | 88.595322 | 89.448158 | 13255507 | 0.0 | MMM | NaN | 75.857834 | 2.622250 | 2.225844 | 0.396406 | 90.485625 | 77.332103 | 83.908864 | 0 |
| 30107 | 2023-12-18 | 89.464882 | 89.715721 | 88.344482 | 88.520065 | 3616704 | 0.0 | MMM | NaN | 70.248160 | 2.613732 | 2.303421 | 0.310310 | 90.922875 | 77.775288 | 84.349081 | 1 |
| 30108 | 2023-12-19 | 88.938126 | 89.255852 | 88.536789 | 88.837791 | 3151101 | 0.0 | MMM | NaN | 71.037774 | 2.602617 | 2.363260 | 0.239356 | 91.261271 | 78.379199 | 84.820235 | 0 |
| 30109 | 2023-12-20 | 88.461540 | 88.854515 | 86.647156 | 86.680603 | 3883890 | 0.0 | MMM | NaN | 59.492962 | 2.392166 | 2.369042 | 0.023124 | 91.034678 | 79.415157 | 85.224917 | 1 |
| 30110 | 2023-12-21 | 87.140465 | 88.319397 | 87.048492 | 88.260872 | 2624263 | 0.0 | MMM | NaN | 64.096220 | 2.326083 | 2.360450 | -0.034367 | 91.022672 | 80.279169 | 85.650920 | 1 |
| 30111 | 2023-12-22 | 88.528427 | 89.807693 | 88.419731 | 88.904678 | 2728913 | 0.0 | MMM | NaN | 65.801332 | 2.299158 | 2.348192 | -0.049033 | 91.017754 | 81.151979 | 86.084867 | 1 |
| 30112 | 2023-12-26 | 88.879601 | 90.794312 | 88.854515 | 90.392975 | 3332176 | 0.0 | MMM | NaN | 69.417173 | 2.370587 | 2.352671 | 0.017916 | 91.273640 | 81.819170 | 86.546405 | 1 |
| 30113 | 2023-12-27 | 90.301003 | 91.220734 | 90.033447 | 90.919731 | 2922785 | 0.0 | MMM | NaN | 70.601916 | 2.441554 | 2.370447 | 0.071107 | 91.658687 | 82.289475 | 86.974081 | 1 |
| 30114 | 2023-12-28 | 90.852844 | 92.123749 | 90.844482 | 91.714050 | 3360282 | 0.0 | MMM | NaN | 72.341876 | 2.532696 | 2.402897 | 0.129799 | 92.052979 | 82.833310 | 87.443144 | 0 |
| 30115 | 2023-12-29 | 91.555183 | 91.939796 | 90.928093 | 91.404678 | 2887622 | 0.0 | MMM | NaN | 70.589486 | 2.550562 | 2.432430 | 0.118132 | 92.276973 | 83.466338 | 87.871656 | 0 |